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Knowage vs Oracle Analytics Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Knowage
Ranking in BI (Business Intelligence) Tools
34th
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
18
Ranking in other categories
Reporting (21st)
Oracle Analytics Cloud
Ranking in BI (Business Intelligence) Tools
19th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
28
Ranking in other categories
Data Visualization (16th)
 

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.5% compared to the previous year. The mindshare of Oracle Analytics Cloud is 1.4%, down from 2.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Oracle Analytics Cloud1.4%
Knowage1.1%
Other97.5%
BI (Business Intelligence) Tools
 

Featured Reviews

AM
Margin Assurance Analyst at a comms service provider with 1,001-5,000 employees
A stable open source suite for modern business analytics with a useful replication feature
It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products.
DavidMalizia - PeerSpot reviewer
Head Of Data And Ai at a tech services company with 11-50 employees
Data projects have grown rapidly and support complex analytics and quick dashboard delivery
Some things that could be improved in Oracle Analytics Cloud is definitely the way it works. In some cases, for example, if you want to create analytic functions such as the percentage of a measure over another, which is a straightforward question you might ask, it appears simple to do, but the result is not what you expect. I would make it more user-friendly in terms of creating new measures. The measure creation feature could be improved. In terms of functionality, there are not many functions that are completely missing. There is one aspect that if you compare it with Power BI from Microsoft, which works completely in memory and therefore puts everything in memory to allow many calculations on the fly on what is in memory, that is missing, but it is architecturally different and would not be possible to ask for something like that. Some time features and time series analysis functions could be improved. Calculating a year ago and previous period functions could definitely work with some improvement.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The most valuable feature of SpagoBI is that it is open source and 100% free without limits."
"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."
"We can easily do our own customizations."
"I am satisfied with the product in general given what the company invested in it, which was just our time."
"Unified interface, a lot of tools for BI, easy configuration, standalone SDK."
"SpagoBI makes delivering reports to our clients very easy."
"It's a great product. It has a lot more features than many other BI tools. You can get the most out of machine learning, the best connectivity to Python, and it cuts across enterprise sections."
"It's very easy to get the historical reports you need based on the business requirements and this helps our executives for taking decisions."
"The AI/ML enablement is useful, as many reporting tools do not offer machine learning models as of now, without writing customized code."
"Technical support is very fast and accurate."
"Depending on the needs of business to business, but as far a visualizations are concerned, this is a good product."
"The features that I find to be the most valuable are the BAS (Business Analytics), the Narrate feature, and the auto-visualization."
"Data preparation is fantastic and fast. We were able to use multiple data sources and prepare the data quickly."
"I've discovered that the new layout of this product makes Docker sharing, machine learning support, and data backups more efficient. Unlike the older method of linking physical, pre-logical, and presentation layers separately, the new interface simplifies this process. Additionally, the integration of databases and machine learning is seamless, with the new visualization approach being particularly beautiful and highly beneficial."
"The ability to quickly search for and access relevant data is crucial."
"A valuable feature is the speed of the solution."
 

Cons

"I encountered a lot of issues when I tried to integrate the map in order to realize Intelligent Location Dashboards."
"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."
"The only challenge here is that it's a Java-based platform. It requires very high technical skills."
"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."
"Tomcat configuration was tricky in earlier versions."
"There are additional features such as Data Integration, Data Visualization, MobileBI, Cloud BI, Data enrichment and massaging should be implemented in the next release."
"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."
"As all software and especially the open-source ones have always something that can work better, in this case, SpagoBI is slightly difficult to implement."
"They could improve the ease of developing the dashboard and interacting with it."
"At this time, dataflows cannot be shared, but I think that this should be enhanced."
"I looked at the predictive analytics feature in Oracle Analytics Cloud, but I used it very little because, everything considered, it does not add very much."
"The implementation of generative AI and machine learning should improve"
"As with most BI tools, the visualizations can be made much nicer. Currently, it has standard visualizations. They've been adding new visualizations, but we see animated visualizations from other vendors. It would be nice to have similar visualizations, such as the swarming visualizations, which are fairly new and very popular at the moment. I haven't seen that with Oracle. That would be nice."
"We did not have a positive experience with technical support."
"It should simplify data connectivity and modeling, making data extraction more streamlined and adaptable for diverse use cases."
"As with most BI tools, the visualizations can be made much nicer."
 

Pricing and Cost Advice

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."
"Knowage is open-source, and an enterprise edition is also available."
"The tool's pricing is not unreasonable or non-competitive."
"The product’s pricing is expensive. However, feature-wise, it fits the requirements of enterprise customers."
"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."
"It is an expensive platform."
"Oracle Analytics Cloud's pricing is generally higher than that of other vendors."
"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."
"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."
"I would rate it a five out of five in terms of the value received for the price charge."
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Top Industries

By visitors reading reviews
Construction Company
25%
Manufacturing Company
7%
University
7%
Marketing Services Firm
7%
Government
10%
Financial Services Firm
9%
Construction Company
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise6
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise7
Large Enterprise11
 

Questions from the Community

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Which Oracle product is better - OBIEE or Analytics Cloud?
Oracle OBIEE is designed to be relatively easy to set up and has a helpful customer support staff at the ready to assist customers. These are two attributes that make this system quite valuable. OB...
What is your experience regarding pricing and costs for Oracle Analytics Cloud?
Pricing for Oracle Analytics Cloud works with how much you want it to cost. We have clients who have bought large amounts of Oracle and the price per product has gone down massively because they bo...
What needs improvement with Oracle Analytics Cloud?
Some things that could be improved in Oracle Analytics Cloud is definitely the way it works. In some cases, for example, if you want to create analytic functions such as the percentage of a measure...
 

Also Known As

SpagoBI
Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV
 

Overview

 

Sample Customers

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital
Sejong Hospital
Find out what your peers are saying about Knowage vs. Oracle Analytics Cloud and other solutions. Updated: August 2026.
908,800 professionals have used our research since 2012.